SecureWoof: Advanced AI-Powered Malware Scanner for Comprehensive Threat Detection

About securewoof

SecureWoof is an advanced AI-powered malware scanner that offers a comprehensive solution for detecting malicious software. Its innovative approach combines multiple sophisticated techniques to ensure thorough analysis and accurate results.

How SecureWoof Works

1. When you upload an executable file, SecureWoof first checks it against a set of predefined static Yara rules. This initial step helps identify known malware signatures quickly, providing a fast assessment of potential threats.

2. The next phase involves unpacking the executable using the Retdec unpacker. This process is crucial for revealing hidden components within the file that may not be immediately visible, allowing for a deeper analysis.

3. After unpacking, the file is decompiled into a single C file using Ghidra. This step transforms the binary code into a more readable format, making it easier to analyze the underlying logic and behavior of the software.

4. The decompiled code is then formatted using clang-tidy, which enhances readability and helps identify potential issues in the code structure. This ensures that the analysis is both accurate and efficient.

5. SecureWoof employs FastText to embed the formatted code. This technique allows the scanner to capture semantic information, which is essential for understanding the context and functionality of the code.

6. Finally, the embedded data is analyzed for maliciousness using a trained RoBERTa transformer network. This advanced machine learning model has been specifically trained on the SOREL-20M malware dataset, enabling it to detect subtle patterns indicative of malware.

Public API Access

SecureWoof also offers a public API, which is free to use. This feature allows developers to integrate the malware scanning capabilities into their applications seamlessly. For example, you can easily call the API via JavaScript, making it accessible for various programming environments.

SecureWoof stands out as a powerful tool for malware detection, leveraging cutting-edge technology and a robust methodology. Its combination of static and dynamic analysis techniques ensures that users receive accurate and reliable results, making it an essential resource for anyone concerned about cybersecurity.

List of securewoof features

• AI-powered malware scanner
• Static Yara rules check
• File unpacking
• Decompiled output
• Code formatting
• Embedded model usage
• Maliciousness check
• Trained RoBERTa transformer network
• Public API availability
• Free API access
• JavaScript API example